Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 81 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.3 KiB |
| Average record size in memory | 92.8 B |
Variable types
| NUM | 11 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-07-25 00:15:40.016038 |
|---|---|
| Analysis finished | 2020-07-25 00:16:46.901176 |
| Duration | 1 minute and 6.89 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
FRENTE AMPLIO is highly correlated with UNIDAD SOCIAL CRISTIANA and 1 other fields | High correlation |
UNIDAD SOCIAL CRISTIANA is highly correlated with FRENTE AMPLIO and 4 other fields | High correlation |
LIBERACIÓN NACIONAL is highly correlated with UNIDAD SOCIAL CRISTIANA and 5 other fields | High correlation |
MOVIMIENTO LIBERTARIO is highly correlated with UNIDAD SOCIAL CRISTIANA and 4 other fields | High correlation |
ALIANZA PATRIÓTICA is highly correlated with MOVIMIENTO LIBERTARIO and 1 other fields | High correlation |
ACCIÓN CIUDADANA is highly correlated with LIBERACIÓN NACIONAL and 1 other fields | High correlation |
ACCESIBILIDAD SIN EXCLUSIÓN is highly correlated with UNIDAD SOCIAL CRISTIANA and 3 other fields | High correlation |
NULOS is highly correlated with UNIDAD SOCIAL CRISTIANA and 4 other fields | High correlation |
BLANCOS is highly correlated with NULOS | High correlation |
PROVINCIA Y CANTÓN has unique values | Unique |
LIBERACIÓN NACIONAL has unique values | Unique |
ACCIÓN CIUDADANA has unique values | Unique |
| Distinct count | 81 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 324.0 B |
| PALMARES | 1 |
|---|---|
| MORAVIA | 1 |
| BAGACES | 1 |
| POCOCÍ | 1 |
| FLORES | 1 |
| Other values (76) |
| Value | Count | Frequency (%) | |
| PALMARES | 1 | 1.2% | |
| MORAVIA | 1 | 1.2% | |
| BAGACES | 1 | 1.2% | |
| POCOCÍ | 1 | 1.2% | |
| FLORES | 1 | 1.2% | |
| LIBERIA | 1 | 1.2% | |
| AGUIRRE | 1 | 1.2% | |
| PARAÍSO | 1 | 1.2% | |
| PUNTARENAS | 1 | 1.2% | |
| VÁZQUEZ DE CORONADO | 1 | 1.2% | |
| Other values (71) | 71 | 87.7% |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 8.222222222 |
| Min length | 3 |
| Distinct count | 80 |
|---|---|
| Unique (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 914.9876543209876 |
|---|---|
| Minimum | 99.0 |
| Maximum | 6436.000000000007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 99 |
|---|---|
| 5-th percentile | 210 |
| Q1 | 360 |
| median | 575 |
| Q3 | 1062 |
| 95-th percentile | 2816 |
| Maximum | 6436 |
| Range | 6337 |
| Interquartile range (IQR) | 702 |
Descriptive statistics
| Standard deviation | 972.1046175 |
|---|---|
| Coefficient of variation (CV) | 1.062423753 |
| Kurtosis | 13.5410821 |
| Mean | 914.9876543 |
| Median Absolute Deviation (MAD) | 273 |
| Skewness | 3.181784007 |
| Sum | 74114 |
| Variance | 944987.3873 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 459 | 2 | 2.5% | |
| 474 | 1 | 1.2% | |
| 444 | 1 | 1.2% | |
| 661 | 1 | 1.2% | |
| 466 | 1 | 1.2% | |
| 366 | 1 | 1.2% | |
| 510 | 1 | 1.2% | |
| 1792 | 1 | 1.2% | |
| 226 | 1 | 1.2% | |
| 359 | 1 | 1.2% | |
| Other values (70) | 70 | 86.4% |
| Value | Count | Frequency (%) | |
| 99 | 1 | 1.2% | |
| 136 | 1 | 1.2% | |
| 142 | 1 | 1.2% | |
| 190 | 1 | 1.2% | |
| 210 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 6436 | 1 | 1.2% | |
| 3868 | 1 | 1.2% | |
| 3711 | 1 | 1.2% | |
| 2861 | 1 | 1.2% | |
| 2816 | 1 | 1.2% |
INTEGRACIÓN NACIONAL
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.296296296296298 |
|---|---|
| Minimum | 2 |
| Maximum | 202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 14 |
| Q3 | 25 |
| 95-th percentile | 79 |
| Maximum | 202 |
| Range | 200 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 35.36185955 |
|---|---|
| Coefficient of variation (CV) | 1.3979066 |
| Kurtosis | 12.13845457 |
| Mean | 25.2962963 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.266452947 |
| Sum | 2049 |
| Variance | 1250.461111 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 14 | 5 | 6.2% | |
| 4 | 5 | 6.2% | |
| 5 | 5 | 6.2% | |
| 6 | 5 | 6.2% | |
| 3 | 4 | 4.9% | |
| 8 | 4 | 4.9% | |
| 11 | 4 | 4.9% | |
| 9 | 3 | 3.7% | |
| 10 | 3 | 3.7% | |
| 17 | 3 | 3.7% | |
| Other values (30) | 40 | 49.4% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 2.5% | |
| 3 | 4 | 4.9% | |
| 4 | 5 | 6.2% | |
| 5 | 5 | 6.2% | |
| 6 | 5 | 6.2% |
| Value | Count | Frequency (%) | |
| 202 | 1 | 1.2% | |
| 179 | 1 | 1.2% | |
| 142 | 1 | 1.2% | |
| 97 | 1 | 1.2% | |
| 79 | 1 | 1.2% |
| Distinct count | 51 |
|---|---|
| Unique (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.98765432098765 |
|---|---|
| Minimum | 5.0 |
| Maximum | 164.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 17 |
| median | 29 |
| Q3 | 47 |
| 95-th percentile | 97 |
| Maximum | 164 |
| Range | 159 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 32.40852273 |
|---|---|
| Coefficient of variation (CV) | 0.8312508997 |
| Kurtosis | 3.893340378 |
| Mean | 38.98765432 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 1.824369456 |
| Sum | 3158 |
| Variance | 1050.312346 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 13 | 6 | 7.4% | |
| 10 | 5 | 6.2% | |
| 47 | 3 | 3.7% | |
| 22 | 3 | 3.7% | |
| 20 | 3 | 3.7% | |
| 21 | 3 | 3.7% | |
| 27 | 3 | 3.7% | |
| 8 | 3 | 3.7% | |
| 36 | 3 | 3.7% | |
| 24 | 2 | 2.5% | |
| Other values (41) | 47 | 58.0% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 2.5% | |
| 8 | 3 | 3.7% | |
| 10 | 5 | 6.2% | |
| 11 | 1 | 1.2% | |
| 12 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 164 | 1 | 1.2% | |
| 159 | 1 | 1.2% | |
| 123 | 1 | 1.2% | |
| 101 | 1 | 1.2% | |
| 97 | 1 | 1.2% |
RENOVACIÓN COSTARRICENSE
Real number (ℝ≥0)
| Distinct count | 76 |
|---|---|
| Unique (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 172.1604938271605 |
|---|---|
| Minimum | 8 |
| Maximum | 941 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 68 |
| median | 109 |
| Q3 | 218 |
| 95-th percentile | 543 |
| Maximum | 941 |
| Range | 933 |
| Interquartile range (IQR) | 150 |
Descriptive statistics
| Standard deviation | 183.4732581 |
|---|---|
| Coefficient of variation (CV) | 1.06571057 |
| Kurtosis | 5.508421641 |
| Mean | 172.1604938 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | 2.257622121 |
| Sum | 13945 |
| Variance | 33662.43642 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 222 | 2 | 2.5% | |
| 69 | 2 | 2.5% | |
| 91 | 2 | 2.5% | |
| 14 | 2 | 2.5% | |
| 54 | 2 | 2.5% | |
| 820 | 1 | 1.2% | |
| 178 | 1 | 1.2% | |
| 53 | 1 | 1.2% | |
| 174 | 1 | 1.2% | |
| 941 | 1 | 1.2% | |
| Other values (66) | 66 | 81.5% |
| Value | Count | Frequency (%) | |
| 8 | 1 | 1.2% | |
| 13 | 1 | 1.2% | |
| 14 | 2 | 2.5% | |
| 17 | 1 | 1.2% | |
| 21 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 941 | 1 | 1.2% | |
| 820 | 1 | 1.2% | |
| 695 | 1 | 1.2% | |
| 682 | 1 | 1.2% | |
| 543 | 1 | 1.2% |
| Distinct count | 66 |
|---|---|
| Unique (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.7283950617284 |
|---|---|
| Minimum | 3.0 |
| Maximum | 618.0000000000007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 18 |
| median | 51 |
| Q3 | 104 |
| 95-th percentile | 306 |
| Maximum | 618 |
| Range | 615 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 102.1053393 |
|---|---|
| Coefficient of variation (CV) | 1.219482819 |
| Kurtosis | 9.779344924 |
| Mean | 83.72839506 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 2.749263913 |
| Sum | 6782 |
| Variance | 10425.50031 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 51 | 3 | 3.7% | |
| 9 | 3 | 3.7% | |
| 6 | 2 | 2.5% | |
| 5 | 2 | 2.5% | |
| 40 | 2 | 2.5% | |
| 43 | 2 | 2.5% | |
| 37 | 2 | 2.5% | |
| 12 | 2 | 2.5% | |
| 11 | 2 | 2.5% | |
| 26 | 2 | 2.5% | |
| Other values (56) | 59 | 72.8% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 1.2% | |
| 5 | 2 | 2.5% | |
| 6 | 2 | 2.5% | |
| 7 | 1 | 1.2% | |
| 8 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 618 | 1 | 1.2% | |
| 391 | 1 | 1.2% | |
| 337 | 1 | 1.2% | |
| 335 | 1 | 1.2% | |
| 306 | 1 | 1.2% |
| Distinct count | 81 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11068.098765432098 |
|---|---|
| Minimum | 1307.0 |
| Maximum | 70913.00000000007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 1307 |
|---|---|
| 5-th percentile | 2250 |
| Q1 | 4264 |
| median | 6626 |
| Q3 | 13403 |
| 95-th percentile | 29625 |
| Maximum | 70913 |
| Range | 69606 |
| Interquartile range (IQR) | 9139 |
Descriptive statistics
| Standard deviation | 11825.37308 |
|---|---|
| Coefficient of variation (CV) | 1.068419548 |
| Kurtosis | 10.04882174 |
| Mean | 11068.09877 |
| Median Absolute Deviation (MAD) | 3502 |
| Skewness | 2.875674853 |
| Sum | 896516 |
| Variance | 139839448.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 16519 | 1 | 1.2% | |
| 18046 | 1 | 1.2% | |
| 13403 | 1 | 1.2% | |
| 8569 | 1 | 1.2% | |
| 18415 | 1 | 1.2% | |
| 40298 | 1 | 1.2% | |
| 4626 | 1 | 1.2% | |
| 4569 | 1 | 1.2% | |
| 3035 | 1 | 1.2% | |
| 2617 | 1 | 1.2% | |
| Other values (71) | 71 | 87.7% |
| Value | Count | Frequency (%) | |
| 1307 | 1 | 1.2% | |
| 1361 | 1 | 1.2% | |
| 1642 | 1 | 1.2% | |
| 2118 | 1 | 1.2% | |
| 2250 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 70913 | 1 | 1.2% | |
| 54697 | 1 | 1.2% | |
| 45760 | 1 | 1.2% | |
| 40298 | 1 | 1.2% | |
| 29625 | 1 | 1.2% |
| Distinct count | 80 |
|---|---|
| Unique (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4935.6543209876545 |
|---|---|
| Minimum | 355 |
| Maximum | 27992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 355 |
|---|---|
| 5-th percentile | 731 |
| Q1 | 1873 |
| median | 3641 |
| Q3 | 5578 |
| 95-th percentile | 14738 |
| Maximum | 27992 |
| Range | 27637 |
| Interquartile range (IQR) | 3705 |
Descriptive statistics
| Standard deviation | 5157.11813 |
|---|---|
| Coefficient of variation (CV) | 1.044870202 |
| Kurtosis | 8.853417769 |
| Mean | 4935.654321 |
| Median Absolute Deviation (MAD) | 1792 |
| Skewness | 2.73680863 |
| Sum | 399788 |
| Variance | 26595867.4 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1849 | 2 | 2.5% | |
| 3711 | 1 | 1.2% | |
| 27690 | 1 | 1.2% | |
| 3743 | 1 | 1.2% | |
| 5793 | 1 | 1.2% | |
| 13474 | 1 | 1.2% | |
| 4259 | 1 | 1.2% | |
| 1444 | 1 | 1.2% | |
| 549 | 1 | 1.2% | |
| 3239 | 1 | 1.2% | |
| Other values (70) | 70 | 86.4% |
| Value | Count | Frequency (%) | |
| 355 | 1 | 1.2% | |
| 549 | 1 | 1.2% | |
| 684 | 1 | 1.2% | |
| 719 | 1 | 1.2% | |
| 731 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 27992 | 1 | 1.2% | |
| 27690 | 1 | 1.2% | |
| 18539 | 1 | 1.2% | |
| 16400 | 1 | 1.2% | |
| 14738 | 1 | 1.2% |
| Distinct count | 81 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5912.061728395061 |
|---|---|
| Minimum | 339.0 |
| Maximum | 40882.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 339 |
|---|---|
| 5-th percentile | 556 |
| Q1 | 1579 |
| median | 3068 |
| Q3 | 6808 |
| 95-th percentile | 19077 |
| Maximum | 40882 |
| Range | 40543 |
| Interquartile range (IQR) | 5229 |
Descriptive statistics
| Standard deviation | 7109.84351 |
|---|---|
| Coefficient of variation (CV) | 1.202599674 |
| Kurtosis | 7.97244127 |
| Mean | 5912.061728 |
| Median Absolute Deviation (MAD) | 1802 |
| Skewness | 2.575201655 |
| Sum | 478877 |
| Variance | 50549874.73 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 23886 | 1 | 1.2% | |
| 4270 | 1 | 1.2% | |
| 807 | 1 | 1.2% | |
| 2015 | 1 | 1.2% | |
| 556 | 1 | 1.2% | |
| 588 | 1 | 1.2% | |
| 11467 | 1 | 1.2% | |
| 2216 | 1 | 1.2% | |
| 1290 | 1 | 1.2% | |
| 3068 | 1 | 1.2% | |
| Other values (71) | 71 | 87.7% |
| Value | Count | Frequency (%) | |
| 339 | 1 | 1.2% | |
| 438 | 1 | 1.2% | |
| 463 | 1 | 1.2% | |
| 533 | 1 | 1.2% | |
| 556 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 40882 | 1 | 1.2% | |
| 27209 | 1 | 1.2% | |
| 26706 | 1 | 1.2% | |
| 23886 | 1 | 1.2% | |
| 19077 | 1 | 1.2% |
| Distinct count | 77 |
|---|---|
| Unique (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 445.7283950617284 |
|---|---|
| Minimum | 22 |
| Maximum | 3194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 131 |
| median | 248 |
| Q3 | 591 |
| 95-th percentile | 1279 |
| Maximum | 3194 |
| Range | 3172 |
| Interquartile range (IQR) | 460 |
Descriptive statistics
| Standard deviation | 570.7411193 |
|---|---|
| Coefficient of variation (CV) | 1.280468388 |
| Kurtosis | 9.973768946 |
| Mean | 445.7283951 |
| Median Absolute Deviation (MAD) | 178 |
| Skewness | 2.894566332 |
| Sum | 36104 |
| Variance | 325745.4253 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 140 | 2 | 2.5% | |
| 30 | 2 | 2.5% | |
| 248 | 2 | 2.5% | |
| 135 | 2 | 2.5% | |
| 182 | 1 | 1.2% | |
| 168 | 1 | 1.2% | |
| 2344 | 1 | 1.2% | |
| 42 | 1 | 1.2% | |
| 172 | 1 | 1.2% | |
| 51 | 1 | 1.2% | |
| Other values (67) | 67 | 82.7% |
| Value | Count | Frequency (%) | |
| 22 | 1 | 1.2% | |
| 24 | 1 | 1.2% | |
| 26 | 1 | 1.2% | |
| 30 | 2 | 2.5% | |
| 32 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 3194 | 1 | 1.2% | |
| 2781 | 1 | 1.2% | |
| 2344 | 1 | 1.2% | |
| 1538 | 1 | 1.2% | |
| 1279 | 1 | 1.2% |
| Distinct count | 78 |
|---|---|
| Unique (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 401.91358024691357 |
|---|---|
| Minimum | 33 |
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 146 |
| median | 287 |
| Q3 | 485 |
| 95-th percentile | 1126 |
| Maximum | 2023 |
| Range | 1990 |
| Interquartile range (IQR) | 339 |
Descriptive statistics
| Standard deviation | 382.4279408 |
|---|---|
| Coefficient of variation (CV) | 0.9515178378 |
| Kurtosis | 5.759647514 |
| Mean | 401.9135802 |
| Median Absolute Deviation (MAD) | 155 |
| Skewness | 2.248002395 |
| Sum | 32555 |
| Variance | 146251.1299 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 203 | 2 | 2.5% | |
| 287 | 2 | 2.5% | |
| 128 | 2 | 2.5% | |
| 56 | 1 | 1.2% | |
| 185 | 1 | 1.2% | |
| 174 | 1 | 1.2% | |
| 50 | 1 | 1.2% | |
| 1075 | 1 | 1.2% | |
| 180 | 1 | 1.2% | |
| 566 | 1 | 1.2% | |
| Other values (68) | 68 | 84.0% |
| Value | Count | Frequency (%) | |
| 33 | 1 | 1.2% | |
| 50 | 1 | 1.2% | |
| 56 | 1 | 1.2% | |
| 66 | 1 | 1.2% | |
| 68 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 2023 | 1 | 1.2% | |
| 1810 | 1 | 1.2% | |
| 1532 | 1 | 1.2% | |
| 1291 | 1 | 1.2% | |
| 1126 | 1 | 1.2% |
| Distinct count | 63 |
|---|---|
| Unique (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.91358024691358 |
|---|---|
| Minimum | 9.0 |
| Maximum | 293.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 648.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 39 |
| median | 68 |
| Q3 | 107 |
| 95-th percentile | 237 |
| Maximum | 293 |
| Range | 284 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 65.07729972 |
|---|---|
| Coefficient of variation (CV) | 0.7574739585 |
| Kurtosis | 1.763789389 |
| Mean | 85.91358025 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 1.481039247 |
| Sum | 6959 |
| Variance | 4235.054938 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 29 | 4 | 4.9% | |
| 22 | 3 | 3.7% | |
| 71 | 3 | 3.7% | |
| 55 | 2 | 2.5% | |
| 48 | 2 | 2.5% | |
| 34 | 2 | 2.5% | |
| 60 | 2 | 2.5% | |
| 43 | 2 | 2.5% | |
| 117 | 2 | 2.5% | |
| 92 | 2 | 2.5% | |
| Other values (53) | 57 | 70.4% |
| Value | Count | Frequency (%) | |
| 9 | 1 | 1.2% | |
| 16 | 1 | 1.2% | |
| 19 | 1 | 1.2% | |
| 22 | 3 | 3.7% | |
| 24 | 1 | 1.2% |
| Value | Count | Frequency (%) | |
| 293 | 1 | 1.2% | |
| 279 | 1 | 1.2% | |
| 258 | 1 | 1.2% | |
| 243 | 1 | 1.2% | |
| 237 | 1 | 1.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| PROVINCIA Y CANTÓN | UNIDAD SOCIAL CRISTIANA | INTEGRACIÓN NACIONAL | ALIANZA PATRIÓTICA | RENOVACIÓN COSTARRICENSE | FRENTE AMPLIO | LIBERACIÓN NACIONAL | MOVIMIENTO LIBERTARIO | ACCIÓN CIUDADANA | ACCESIBILIDAD SIN EXCLUSIÓN | NULOS | BLANCOS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | SAN JOSÉ | 6436.0 | 179 | 164.0 | 941 | 618.0 | 70913.0 | 27690 | 40882.0 | 3194 | 2023 | 293.0 |
| 1 | ESCAZÚ | 688.0 | 21 | 31.0 | 115 | 92.0 | 14627.0 | 5979 | 6427.0 | 591 | 345 | 51.0 |
| 2 | DESAMPARADOS | 3711.0 | 202 | 123.0 | 543 | 337.0 | 45760.0 | 18539 | 26706.0 | 2344 | 1532 | 198.0 |
| 3 | PURISCAL | 640.0 | 11 | 36.0 | 64 | 40.0 | 9127.0 | 3067 | 4086.0 | 248 | 213 | 94.0 |
| 4 | TARRAZÚ | 351.0 | 17 | 14.0 | 30 | 17.0 | 3263.0 | 1266 | 1737.0 | 87 | 122 | 50.0 |
| 5 | ASERRÍ | 945.0 | 78 | 24.0 | 122 | 113.0 | 11430.0 | 4977 | 6560.0 | 603 | 425 | 108.0 |
| 6 | MORA | 488.0 | 7 | 19.0 | 78 | 37.0 | 5815.0 | 2551 | 2810.0 | 248 | 234 | 64.0 |
| 7 | GOICOECHEA | 1945.0 | 142 | 58.0 | 401 | 306.0 | 25171.0 | 10512 | 19077.0 | 1279 | 768 | 105.0 |
| 8 | SANTA ANA | 761.0 | 14 | 22.0 | 131 | 59.0 | 9605.0 | 4214 | 4494.0 | 365 | 232 | 71.0 |
| 9 | ALAJUELITA | 1294.0 | 25 | 36.0 | 214 | 107.0 | 12914.0 | 6801 | 6201.0 | 1000 | 484 | 77.0 |
Last rows
| PROVINCIA Y CANTÓN | UNIDAD SOCIAL CRISTIANA | INTEGRACIÓN NACIONAL | ALIANZA PATRIÓTICA | RENOVACIÓN COSTARRICENSE | FRENTE AMPLIO | LIBERACIÓN NACIONAL | MOVIMIENTO LIBERTARIO | ACCIÓN CIUDADANA | ACCESIBILIDAD SIN EXCLUSIÓN | NULOS | BLANCOS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71 | COTO BRUS | 374.0 | 11 | 32.0 | 54 | 42.0 | 6958.0 | 3394 | 3068.0 | 163 | 395 | 101.0 |
| 72 | PARRITA | 235.0 | 6 | 12.0 | 112 | 9.0 | 3214.0 | 1849 | 463.0 | 42 | 153 | 39.0 |
| 73 | CORREDORES | 463.0 | 8 | 40.0 | 183 | 65.0 | 6257.0 | 3706 | 3260.0 | 161 | 479 | 92.0 |
| 74 | GARABITO | 302.0 | 2 | 8.0 | 14 | 12.0 | 2827.0 | 1248 | 533.0 | 30 | 97 | 22.0 |
| 75 | LIMÓN | 1838.0 | 58 | 80.0 | 520 | 125.0 | 14045.0 | 9908 | 6889.0 | 716 | 932 | 237.0 |
| 76 | POCOCÍ | 1472.0 | 50 | 92.0 | 820 | 239.0 | 17254.0 | 16400 | 8475.0 | 828 | 1291 | 219.0 |
| 77 | SIQUIRRES | 1062.0 | 16 | 40.0 | 379 | 172.0 | 9717.0 | 5351 | 2511.0 | 322 | 631 | 107.0 |
| 78 | TALAMANCA | 988.0 | 14 | 23.0 | 125 | 40.0 | 3473.0 | 1775 | 1998.0 | 56 | 292 | 116.0 |
| 79 | MATINA | 806.0 | 14 | 69.0 | 457 | 43.0 | 4851.0 | 3417 | 1266.0 | 105 | 414 | 117.0 |
| 80 | GUÁCIMO | 474.0 | 16 | 41.0 | 222 | 63.0 | 5874.0 | 4882 | 2082.0 | 241 | 485 | 86.0 |